{"id":"W4280600980","doi":"10.1128/jmbe.00208-21","title":"Student Attitudes Contribute to the Effectiveness of a Genomics CURE","year":2022,"lang":"en","type":"article","venue":"Journal of Microbiology and Biology Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"National Institute of General Medical Sciences","keywords":"General partnership; Psychology; Medical education; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005794761,0.0001717803,0.00017722,0.0005094046,0.0006674906,0.002012854,0.0003091572,0.0006951831,0.002737989],"category_scores_gemma":[0.02449417,0.000124928,0.0003728881,0.0002751451,0.0008078702,0.0004620415,0.001444732,0.001480761,0.000332635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509894,"about_ca_system_score_gemma":0.00107313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007763307,"about_ca_topic_score_gemma":0.001259574,"domain_scores_codex":[0.9961172,0.001913844,0.0001952752,0.0001725917,0.001166155,0.000434962],"domain_scores_gemma":[0.9753504,0.01215191,0.0049882,0.0008787416,0.002207357,0.004423289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004720985,0.003187595,0.9228708,0.0000730571,0.0001209747,0.0002134024,0.009471529,0.0004860626,0.003923432,0.0006549273,0.0003947806,0.05813147],"study_design_scores_gemma":[0.00002528566,0.001461413,0.977226,0.00004337554,0.00009587935,0.0002041824,0.01308625,0.001090099,0.003823692,0.0009052746,0.002002041,0.00003644654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997757,0.00004085533,0.0001470793,0.0002502738,0.00000849245,0.000008253952,0.000006134337,0.000003624665,0.001778272],"genre_scores_gemma":[0.9994899,0.00003039664,0.00008469399,0.00005224318,0.000004546225,0.00000375214,0.00000636907,0.000001361306,0.0003266909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005794761,"threshold_uncertainty_score":0.03064603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175407347311564,"score_gpt":0.3207994260720143,"score_spread":0.3032586913408579,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}